What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
gitscrum-core
GitScrum Studio MCP server for AI-powered project management. 29 tools covering tasks, sprints, time tracking, invoicing, proposals, client workflows, analytics, standups, wikis, and discussions. Supports 160+ operations with built-in OAuth device flow authentication.
lahiruCirclebook
romans-repos
Daily, Ed25519-signed security intelligence for AI-agent stacks: CVEs, supply-chain incidents and advisories (GHSA/CISA-KEV/OSV/NVD + national-CERT) assessed for MCP/LLM-proxy impact, cross-validated and signed. Paid via x402 ($0.10 USDC on Base); free sample, list_available, che
david-ruffin
MCP Server for MSSQL Integration
anarcher
mingdaocloud
HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables
FLOX-Foundation
MCP server for the FLOX trading framework. About 30 tools to run backtests, scaffold strategies, validate for lookahead bias, compute indicators, place orders, and query PnL from Claude/Cursor.
shixixiyue
edwardchoh
MCP server that exposes the Apollo.io API functionalities as tools
jpowersdev
MCP Servers, exposed as a CLI tool
radial-hks
kkjzio
A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.
larock22
WebSocket server that exposes Aider's AI coding capabilities through the Model Context Protocol (MCP) for programmatic access
spontaneous-order
codingaslu
An MCP (Model Context Protocol) server that fetches and summarizes Wikipedia articles using Ollama LLMs, accessible via both command-line and Streamlit interfaces. Perfect for quickly extracting key information from Wikipedia without reading entire articles.
andyciggy
Bayesian4042
irvinebroque
junter1989k-ai
setyolegowo
Sridevi17j
adaHubble
MCP server for solana data analysis.
SamYuan1990
This repo just collect arxiv paper with [arxiv_mcp_project](
jefferythewind
junter1989k-ai
allanbrewer
LLM agent to connect with MCP servers
JackKuo666
A MCP Server for biomedical Literature Database
sapientpants
Model Context Protocol (MCP) server for DeepSource
EthanSK
Control your Philips Hue lights with AI. MCP server for setting vibes, saving favorites, and learning your lighting preferences.
MCP-Mirror
Mirror of
jatinnahar15
Repository created via custom MCP Python server
wricardo
MCP server to interact with a git repository
aguaitech
This is a simple MCP server for Elementor. It is used to perform CRUD operations on the Elementor data for a given page.
cubigcorp
Syntitan MCP server — connect Claude and other MCP clients to Syntitan, the AI-Ready Data Platform that fills the missing layer between enterprise data management and AI execution.
benedict2310
A Model Context Protocol (MCP) server that provides LLMs with real-time access to scientific papers from arXiv and OpenAlex.
Lykhoyda
browtastic
MCP server for AI agent research — captures LLM reasoning, model identity, and feedback via schema injection
9-Trinkets
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-message tools for persistent AI project management.
Dosugamea
makeshop クリエイターモード用 MCPサーバー (非公式)
marekkucak
SQLite-Anet-MCP Server A blazing-fast, Rust-powered SQLite server for AI agents—speak JSON-RPC, store insights, and manage your database like a pro.
phildougherty
Trick claude desktop into using remote mcp servers with mcp-compose
jaiganesh-23
Created a MCP Server that connects to databases(currently sqlite, mysql) and perform queries on them automatically with natural language.
biswapm
created from MCP server demo
WonderLand33
A Model Context Protocol (MCP) server that provides onchain tools for LLMs, allowing them to interact with the Solana network.
apifyforge
Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.
qso-graph
CodeAlive-AI
Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat completions that leverage deep understanding of entire codebases including documentation and dependencies.
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP Server for Teradata (beta)](https://www.cdata.com/download/download.aspx?sku=OTZK-V&type=beta).
edkdev
DeFi Trading Agent MCP Server
r0d8lsh0p
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.
prime001
MCP server for HumanRail — route tasks requiring human judgment to vetted workers from any AI agent
TencentCloudBase
为微信小程序和全栈应用提供一站式后端服务 One-stop backend services for WeChat Mini-Programs and full-stack apps
choatehall
A weather MCP server that provides weather forecasts and alerts using the National Weather Service API
rocnubie
Best AI Photo Editor (bestaiphotoeditor.app) is a browser-based photo editing and image generation platform that brings together more than 40 AI models under one roof. Users can remove backgrounds, swap faces, enhance resolution, generate images from text prompts, and even produc
emrum01
GitHub APIを使用したModel Context Protocolサーバーの実装
apifyforge
Higher education risk intelligence for any university, college, or for-profit institution — delivered through the Model Context Protocol. This MCP server connects your AI assistant to 8 live data sources and returns structured risk assessments covering accreditation standing, res
devhelmhq
MCP server for uptime monitoring, incident management, alerting, and dependency status tracking. Gives AI agents tools to create and manage HTTP/DNS/TCP/ICMP monitors, handle incidents, configure alert channels, and query third-party service health.
mikechao
A Model Context Protocol (MCP) server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource.
Rsec08
MCP SERVER for appium
rackspace-spot
Kubernetes on the cheapest managed compute available — run Rackspace Spot from your AI agent.
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.